Finance Lora Gemma 3 4b is a LoRA adapter designed for use with the Gemma 3-4B model, specifically in conjunction with the MLX machine learning framework. This adapter is fine-tuned using the gbharti/finance-alpaca financial instruction dataset, targeting applications that require enhanced performance on financial instruction tasks. The model card indicates that the adapter was produced by slm-training and that it demonstrated a reduction in test perplexity from 48.52 (base) to 6.487 (tuned) across three seeds, suggesting improved model performance on the targeted dataset. The tool can be used with MLX by loading it as an adapter onto the base model mlx-community/gemma-3-4b-it-4bit, as shown in the provided usage instructions. Downloading and setup are facilitated through commands using the Hugging Face Hub and huggingface-cli, with compatibility for use in local environments, Google Colab, Kaggle, and LM Studio. The evidence does not specify the intended audience, licensing terms, or pricing details, nor does it mention support for platforms beyond those listed or any integration with other ecosystems. Finance Lora Gemma 3 4b is positioned as a LoRA adapter within the broader class of foundation models, with a focus on financial instruction data. Further details about its licensing, target users, or additional features are not provided in the available information.
Finance Lora Gemma 3 4b is a Foundation models & chat product. It focuses on fine-tuning large language models for financial instruction tasks without training from scratch. Finance Lora Gemma 3 4b is an open-source project aimed at AI researchers and developers in finance. The project is open source (MIT). Finance Lora Gemma 3 4b is available on the web, the command line, and API, and it can be self-hosted.
bha6kar builds and maintains Finance Lora Gemma 3 4b, and the product first shipped in 2023. The project is developed in the open on GitHub with 27.5k stars and 171 commits in the last 90 days. Among its 5 catalogued features are loRA adapter, financial domain, and gemma 3-4B compatible.
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